3 papers
cs.CE2024
Beyond the Yield Barrier: Variational Importance Sampling Yield Analysis
Yanfang Liu, Lei He, Wei W. Xing
Optimal mean shift vector (OMSV)-based importance sampling methods have long been prevalent in yield estimation and optimization as an industry standard. However, most OMSV-based m…
cs.SE2023
Contrastive Prompt Learning-based Code Search based on Interaction Matrix
Yubo Zhang, Yanfang Liu, Xinxin Fan +1
Code search aims to retrieve the code snippet that highly matches the given query described in natural language. Recently, many code pre-training approaches have demonstrated impre…
cs.LG2023
Seeking the Yield Barrier: High-Dimensional SRAM Evaluation Through Optimal Manifold
Yanfang Liu, Guohao Dai, Wei W. Xing
Being able to efficiently obtain an accurate estimate of the failure probability of SRAM components has become a central issue as model circuits shrink their scale to submicrometer…